Intelligent Identification of Fake Accounts on Social Media

The paper presents an original research of fake accounts on social media using an artificial neural network for their identification. Specifically designed and implemented application was used to identify specific features of fake accounts and study the principles and reasons of their generation. Co...

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Autores principales:	Anastasia Stolbova, Rustam Ganeev, Anton Ivaschenko
Formato:	article
Lenguaje:	EN
Publicado:	FRUCT 2021
Materias:	social media analysis artificial intelligence fake accounts identification decision-making support Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/559c7aecd3d84e9fa264b2e585a82740
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id	oai:doaj.org-article:559c7aecd3d84e9fa264b2e585a82740
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spelling	oai:doaj.org-article:559c7aecd3d84e9fa264b2e585a827402021-11-20T15:59:33ZIntelligent Identification of Fake Accounts on Social Media2305-72542343-073710.23919/FRUCT53335.2021.9599974https://doaj.org/article/559c7aecd3d84e9fa264b2e585a827402021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Sto.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737The paper presents an original research of fake accounts on social media using an artificial neural network for their identification. Specifically designed and implemented application was used to identify specific features of fake accounts and study the principles and reasons of their generation. Considering the possible use cases and scenarios of its practical use including everyday social media surfing there was examined a possibility to implement a mobile application based on Java in the Android Studio programming environment. Based on the study of 500 real and 500 fake VKontakte accounts there was determined a number of conclusions on the original features of fake accounts. The provided research allowed extending the list of criteria for identifying fake accounts by an original set of patterns. The developed conclusions allow formulating the statements on what criteria can be used for further identification of fake accounts in practical applications.Anastasia StolbovaRustam GaneevAnton IvaschenkoFRUCTarticlesocial media analysisartificial intelligencefake accounts identificationdecision-making supportTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 279-284 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	social media analysis artificial intelligence fake accounts identification decision-making support Telecommunication TK5101-6720
spellingShingle	social media analysis artificial intelligence fake accounts identification decision-making support Telecommunication TK5101-6720 Anastasia Stolbova Rustam Ganeev Anton Ivaschenko Intelligent Identification of Fake Accounts on Social Media
description	The paper presents an original research of fake accounts on social media using an artificial neural network for their identification. Specifically designed and implemented application was used to identify specific features of fake accounts and study the principles and reasons of their generation. Considering the possible use cases and scenarios of its practical use including everyday social media surfing there was examined a possibility to implement a mobile application based on Java in the Android Studio programming environment. Based on the study of 500 real and 500 fake VKontakte accounts there was determined a number of conclusions on the original features of fake accounts. The provided research allowed extending the list of criteria for identifying fake accounts by an original set of patterns. The developed conclusions allow formulating the statements on what criteria can be used for further identification of fake accounts in practical applications.
format	article
author	Anastasia Stolbova Rustam Ganeev Anton Ivaschenko
author_facet	Anastasia Stolbova Rustam Ganeev Anton Ivaschenko
author_sort	Anastasia Stolbova
title	Intelligent Identification of Fake Accounts on Social Media
title_short	Intelligent Identification of Fake Accounts on Social Media
title_full	Intelligent Identification of Fake Accounts on Social Media
title_fullStr	Intelligent Identification of Fake Accounts on Social Media
title_full_unstemmed	Intelligent Identification of Fake Accounts on Social Media
title_sort	intelligent identification of fake accounts on social media
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/559c7aecd3d84e9fa264b2e585a82740
work_keys_str_mv	AT anastasiastolbova intelligentidentificationoffakeaccountsonsocialmedia AT rustamganeev intelligentidentificationoffakeaccountsonsocialmedia AT antonivaschenko intelligentidentificationoffakeaccountsonsocialmedia
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Intelligent Identification of Fake Accounts on Social Media

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